Misclassification Detection on CIFAR-10-C 1.0 (test)
90.38AUROCOpenMix
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OpenMixBackbone=WRN2023.03 | 90.38 | 27.78 | 48.07 | 88.33 | |
| CRLBackbone=WRN2023.03 | 85.86 | 100.27 | 62.86 | 76.24 | |
| OpenMixBackbone=DenseNet2023.03 | 85.62 | 71.86 | 60.65 | 81.38 | |
| OpenMixBackbone=ResNet2023.03 | 84.98 | 65.51 | 62.11 | 82.03 | |
| CRLBackbone=DenseNet2023.03 | 83.86 | 135.46 | 66.93 | 71.82 | |
| MSPBackbone=WRN2023.03 | 83.34 | 120.36 | 64.48 | 75.57 | |
| CRLBackbone=ResNet2023.03 | 82.57 | 143.19 | 68.26 | 71.19 | |
| MSPBackbone=DenseNet2023.03 | 81.82 | 154.72 | 68.56 | 71.08 | |
| MSPBackbone=ResNet2023.03 | 79.92 | 154.58 | 70.23 | 72.27 |